马春杰，助理研究员，山东省高等学校优秀青年“智能媒体分析与视觉感知”创新团队成员。于2023年获北京工业大学电子科学与技术博士学位，现为山东省人工智能研究院科研人员。近几年主要从事X射线图像违禁品检测、图像显著性目标检测、行人检测以及图像篡改检测等方面的研究工作，主持校科技基金2项，发表论文9篇，授权发明专利3项，获数学建模竞赛国家一等奖1项、二等奖1项、国际赛二等奖1项。
研究方向：X射线图像违禁品检测、图像显著性目标检测、行人检测、图像篡改检测。
承担科研项目情况
[1] 北京工业大学研究生科技基金，ykj-2016-00374，双车道环境中情感演变激发的驾驶员意图转移规律的研究，2016/12-2017/10, 0.3万元，1/5、负责人
[2] 北京工业大学研究生科技基金，ykj-2018-00280，基于深度学习的新型小目标检测算法研究，2018/12-2019/10, 0.3万元，1/5、负责人
部分代表性论文
[1] Chunjie Ma, Li Zhuo, Jiafeng Li, Yutong Zhang, and Jing Zhang. Cascade transformer decoder based occluded pedestrian detection with dynamic deformable convolution and gaussian projection channel attention mechanism[J]. IEEE Transactions on Multimedia, 2023, 25: 1529-1537.
[2] Chunjie Ma, Lina Du, Li Zhuo, Jiafeng Li. MPLA-Net: multiple pseudo label aggregation network for weakly supervised video salient object detection[J].IEEE Transactions on Circuits and Systems for Video Technology, 2023: 1-9.
[3] Chunjie Ma, Li Zhuo, Jiafeng Li, Yutong Zhang, and Jing Zhang. Occluded prohibited object detection in X-ray images with global context-aware multi-scale feature aggregation. Neurocomputing. 2023, 519: 1-16.
[4] Chunjie Ma, Li Zhuo, Jiafeng Li, Yutong Zhang, and Jing Zhang. EAOD‐Net: effective anomaly object detection networks for X‐ray images[J]. IET Image Processing, 2022, 16(10): 2638-2651.
[5] Chunjie Ma, Li Zhuo, Jiafeng Li, Yutong Zhang, and Jing Zhang. Prohibited object detection in X-ray images with dynamic deformable convolution and adaptive IoU[C]//IEEE International Conference on Image Processing (ICIP). Bordeaux, France: IEEE, 2022: 1-5.
[6] Chunjie Ma, Li Zhuo, Jiafeng Li, Yutong Zhang, and Jing Zhang. Anomaly object detection in X-ray images with Gabor convolution and bigger discriminative RoI pooling[C]//International Workshop on Advanced Imaging Technology (IWAIT). Hong Kong, China: SPIE, 2022: 42.（Best Paper Award）
[7] Yutong Zhang, Chunjie Ma, Li Zhuo, Jiafeng Li. Arbitrary-oriented object detection in aerial images with dynamic deformable convolution and self-normalizing channel attention. Electronics, 2023: 1-17.
[8] Yutong Zhang, Li Zhuo, Chunjie Ma, and Yi Zhang. Abnormal object detection in X-ray images with self-normalizing channel attention and efficient data augmentation[C]//International Workshop on Advanced Imaging Technology (IWAIT). Hong Kong, China: SPIE, 2022: 46.
[9] Yi Zhang, Li Zhuo, Chunjie Ma, Yutong Zhang, Jiafeng Li. CTA-FPN: channel-target attention feature pyramid network for prohibited object detection in X-ray images. Sensing and Imaging[J].2023, 24(1): 1-14.
代表性授权发明专利
[1] 高赞、陈心双、赵一博、马春杰、李传森、刘冬冬，基于边缘引导和多层级搜索的图像篡改检测方法，中国专利，专利号：ZL202310617640.6
[2] 高赞、张攀、徐海霞、马春杰、赵一博、薛彦兵、温显斌、李传森、刘冬冬，衣物屏蔽网络的人体高级语义换衣行人重识别方法及装置，中国专利，专利号：ZL202310627517.2
[3] 高赞、杨红旗、赵一博、马春杰、李传森、刘冬冬，多模态假新闻检测方法及系统，中国专利，专利号：ZL202310610867.8
获奖情况
[1] “华为杯”第十四届中国研究生数学建模竞赛，国家一等奖
[2] “高教社杯”全国大学生数学建模竞赛，国家二等奖
[3] Certificate Authority Cup International MATHEMATICAL CONTEST IN MODELING，Honourable Metion
[4] International Workshop on Advanced Imaging Technology 2022, 最佳论文奖
